Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "94" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 100 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 96 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.311620 | -0.986331 | -0.749366 | -0.007973 | -0.952022 | 2.617764 | -0.200071 | 0.213043 | 0.7376 | 0.7649 | 0.2739 | 15.705508 | 15.467627 |
| 2459593 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.726678 | -1.561179 | -0.379720 | 0.345430 | -0.517287 | 2.743969 | -0.180415 | -0.370161 | 0.6717 | 0.6644 | 0.2583 | 5.807962 | 5.369682 |
| 2459592 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 0.666801 | -0.789114 | 0.041061 | -0.939077 | -0.517787 | 6.430635 | -1.718050 | 0.151892 | 0.0282 | 0.0452 | 0.0024 | nan | nan |
| 2459591 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.357148 | -1.427610 | -0.686874 | -0.254793 | -0.147658 | 3.318249 | 1.784321 | 0.840153 | 0.6039 | 0.6119 | 0.3603 | 5.398611 | 5.904253 |
| 2459590 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.178671 | -1.766197 | -1.186038 | 0.388869 | -0.136210 | 3.041825 | 1.168565 | 1.455185 | 0.6135 | 0.6202 | 0.3553 | 6.394498 | 5.864225 |
| 2459589 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.966236 | -1.840856 | -1.161250 | 0.140270 | -1.035842 | 2.645082 | -0.204889 | 0.106303 | 0.6494 | 0.6462 | 0.2923 | 6.941765 | 6.596261 |
| 2459588 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.379066 | -1.153437 | -0.555456 | 0.091887 | 1.193506 | 3.421033 | 0.326601 | 0.533208 | 0.7049 | 0.6895 | 0.2391 | 6.572958 | 6.321781 |
| 2459587 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -1.271690 | -1.322128 | -0.307254 | -0.126489 | -0.564739 | 0.015542 | 2.359870 | 2.063235 | nan | nan | nan | 4.340854 | 5.280501 |
| 2459586 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.271821 | -1.107852 | -0.936904 | -0.101884 | -0.460518 | 0.613006 | 1.541903 | 0.383015 | 0.6126 | 0.6190 | 0.3409 | 4.271934 | 4.061389 |
| 2459585 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.008856 | -0.040101 | 0.017992 | -0.012864 | -0.572410 | 1.300756 | 1.546477 | 5.691845 | 0.0309 | 0.0475 | 0.0024 | 0.000000 | 0.000000 |
| 2459584 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.810020 | -0.639516 | -0.185026 | -0.723526 | -1.632899 | -1.505121 | 1.109310 | 0.787277 | 0.5580 | 0.5656 | 0.3496 | 3.955778 | 3.959180 |
| 2459583 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.815819 | 0.384110 | -0.270207 | -0.431770 | 1.014496 | 1.644025 | 2.575268 | 3.532984 | 0.6090 | 0.6166 | 0.3659 | 6.043970 | 5.286428 |
| 2459582 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.963950 | -0.343316 | -0.169576 | -0.070733 | 0.861054 | 3.101353 | 1.051621 | 1.540151 | 0.6168 | 0.6222 | 0.3703 | 4.348669 | 4.017034 |
| 2459581 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.617614 | -0.167768 | 0.405675 | -0.714931 | 0.425831 | 3.063992 | 1.647156 | 1.796875 | 0.6097 | 0.6159 | 0.3796 | 4.214253 | 3.961128 |
| 2459580 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.765412 | -0.306397 | -0.084411 | -0.439513 | 2.460701 | 2.274053 | 3.067004 | 3.253237 | 0.6216 | 0.6286 | 0.3686 | 5.448958 | 5.250498 |
| 2459579 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.578905 | 0.077695 | -0.222252 | -0.121642 | -0.126625 | 3.637575 | 1.583863 | 2.519736 | 0.6163 | 0.6221 | 0.3706 | 7.485971 | 5.899754 |
| 2459578 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459577 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.865145 | -0.862397 | -0.090456 | -0.404740 | 0.309840 | 3.631057 | 2.941263 | 4.650101 | 0.6124 | 0.6200 | 0.3752 | 4.698977 | 4.519099 |
| 2459576 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.054710 | -1.367103 | 0.109360 | 0.053969 | -0.296761 | 3.783687 | 1.052927 | 1.049031 | 0.6458 | 0.6543 | 0.3749 | 6.785970 | 5.624393 |
| 2459575 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.704109 | -1.631594 | -0.520658 | -0.172244 | -0.665581 | 0.601931 | -0.525435 | -0.089142 | 0.7125 | 0.7149 | 0.3262 | 9.067966 | 8.495801 |
| 2459574 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.051265 | -0.410887 | -0.396689 | -0.138287 | 0.055101 | 3.036819 | 1.338275 | 0.874736 | 0.6384 | 0.6454 | 0.3681 | 4.498121 | 4.069755 |
| 2459573 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.600609 | -1.455675 | -0.730218 | -0.310015 | -0.864101 | 2.531548 | 0.178980 | 0.844468 | 0.6365 | 0.6444 | 0.3752 | 6.250736 | 5.193868 |
| 2459572 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459571 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.208791 | -0.090235 | -0.735085 | -0.641509 | -0.120324 | 26.857571 | 1.841778 | 9.002410 | 0.0281 | 0.0431 | 0.0026 | nan | nan |
| 2459570 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.785564 | 6.655182 | 8.682337 | 8.596432 | 5.912094 | 5.815419 | 4.567693 | 5.236404 | 0.6223 | 0.6473 | 0.3672 | 0.000000 | 0.000000 |
| 2459569 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.151831 | -1.402279 | -0.240937 | -0.124696 | -0.564826 | 0.823546 | -0.164082 | 0.159097 | 0.7191 | 0.7264 | 0.2419 | 5.453747 | 4.993595 |
| 2459566 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.561588 | -1.438589 | -0.267167 | -0.070684 | -0.673138 | 4.251571 | 1.464206 | 2.414301 | 0.6353 | 0.6412 | 0.3813 | 5.323143 | 4.655303 |
| 2459565 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | -1.423322 | -1.423322 | -1.357009 | -1.357009 | -0.584162 | -0.584162 | -0.612392 | -0.612392 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.004816 | -0.165580 | 0.292755 | 0.342288 | -0.333566 | -0.115965 | 2.451736 | 3.137262 | 0.6401 | 0.6411 | 0.3858 | 4.031895 | 3.324514 |
| 2459563 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.949108 | 6.315827 | 20.571699 | 23.236279 | 11.171760 | 14.475359 | -0.974509 | -1.433159 | 0.6314 | 0.6260 | 0.3705 | 5.174233 | 4.199928 |
| 2459562 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.543397 | -0.238266 | -0.129410 | 0.210736 | -0.290128 | 0.056895 | 0.497632 | 0.709144 | 0.6482 | 0.6579 | 0.3759 | 3.855793 | 3.486333 |
| 2459560 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.397688 | -0.335442 | 0.127683 | 0.132392 | -0.256350 | 0.576284 | 0.665082 | 1.329363 | 0.6422 | 0.6440 | 0.3808 | 3.995862 | 3.458971 |
| 2459559 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.294691 | -0.192501 | 0.156156 | 0.209586 | -0.388100 | 0.036275 | 1.315309 | 2.119075 | 0.6441 | 0.6491 | 0.3712 | 3.566458 | 3.172371 |
| 2459558 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.543337 | -0.823060 | -0.735866 | 0.141419 | -0.498411 | 1.606169 | 0.519361 | 1.091076 | 0.6487 | 0.6508 | 0.3776 | 4.365485 | 4.117038 |
| 2459557 | RF_maintenance | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0269 | 0.0454 | 0.0016 | nan | nan |
| 2459556 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.084898 | -0.927574 | -0.462200 | 0.203105 | -0.802622 | 3.400901 | 0.367872 | 2.086226 | 0.6416 | 0.6463 | 0.3784 | 4.330011 | 3.801475 |
| 2459554 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6493 | 0.6510 | 0.3883 | nan | nan |
| 2459553 | RF_maintenance | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6479 | 0.6533 | 0.3893 | nan | nan |
| 2459552 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.893974 | -1.396432 | -0.351987 | -0.028463 | -1.113564 | 3.506031 | 0.362465 | 1.267853 | 0.6509 | 0.6561 | 0.3862 | 10.329252 | 9.139541 |
| 2459551 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459550 | RF_maintenance | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0429 | 0.0457 | 0.0002 | nan | nan |
| 2459549 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.724814 | -1.102067 | -0.221995 | 0.198393 | 0.283649 | 3.123946 | 2.109425 | 2.580650 | 0.6429 | 0.6521 | 0.3937 | 3.670608 | 3.557889 |
| 2459542 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.313134 | -0.963170 | 0.759613 | 1.367672 | -0.233562 | -0.000106 | 3.437742 | 2.271642 | 0.7114 | 0.7135 | 0.3549 | 4.183870 | 3.908671 |
| 2459541 | RF_maintenance | 0.00% | 1.34% | 1.34% | 0.00% | 100.00% | 0.00% | -0.853972 | -1.265179 | -0.430335 | 0.806400 | -0.684945 | 2.044308 | 1.647535 | 1.778655 | 0.7053 | 0.7064 | 0.3314 | 4.031725 | 3.860650 |
| 2459540 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.536558 | -0.533740 | -0.195082 | 0.121992 | 1.756450 | 2.055307 | 1.107072 | 0.967239 | 0.7095 | 0.7045 | 0.3424 | 3.664852 | 3.411003 |
| 2459536 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.268888 | -0.509721 | 1.092937 | 0.880296 | 0.451327 | 4.081057 | 7.301742 | 4.083043 | 0.0723 | 0.0852 | 0.0113 | 0.000000 | 0.000000 |
| 2459535 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 190.904134 | 47.172677 | 67.845724 | 38.657670 | 48.177230 | 35.437932 | 464.749142 | 342.834038 | 0.0165 | 0.0164 | 0.0009 | 0.763206 | 0.781663 |
| 2459534 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.448525 | -0.914236 | -0.090828 | -0.093004 | 2.494744 | 1.521816 | 0.508039 | 0.072581 | 0.0865 | 0.0917 | 0.0129 | 0.000000 | 0.000000 |
| 2459533 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.078891 | -1.401509 | -0.725429 | -0.413735 | 1.283986 | 2.848501 | 0.453845 | 1.381604 | 0.0795 | 0.0928 | 0.0126 | 4.425453 | 6.511177 |
| 2459532 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.934073 | -0.503110 | -0.484541 | 0.316689 | 0.235729 | 4.397077 | 0.752314 | 0.332266 | 0.0748 | 0.0857 | 0.0109 | 7.060594 | 9.406187 |
| 2459530 | RF_maintenance | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.461262 | -0.158972 | 0.083897 | 0.120013 | -0.031411 | 1.232943 | 1.684558 | 0.640473 | 0.0827 | 0.1004 | 0.0136 | 15.895992 | 19.560432 |
| 2459527 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.281487 | -1.502663 | -0.569039 | -0.793334 | -0.474534 | 6.733398 | -0.175803 | 1.686422 | 0.9061 | 0.9341 | 0.3157 | 0.000000 | 0.000000 |
| 2459523 | RF_maintenance | 0.00% | - | - | - | 100.00% | 0.00% | 0.502214 | -1.176443 | 0.470742 | 0.283205 | 0.885008 | 1.083575 | 0.175189 | -0.011149 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.982216 | -0.024667 | -0.006444 | 0.165184 | -0.402235 | 19.908523 | 1.149247 | 1.782891 | 0.6075 | 0.6739 | 0.4012 | -0.000000 | -0.000000 |
| 2459513 | RF_maintenance | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.123070 | -0.153412 | -0.424508 | -0.897334 | 0.032224 | 27.785313 | 3.669892 | 12.830132 | 0.0309 | 0.0647 | 0.0032 | nan | nan |
| 2459508 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.051890 | -1.285625 | -1.037578 | -0.386473 | 0.711628 | 1.788345 | -0.250608 | 0.341715 | 0.9002 | 0.9468 | 0.2004 | 0.000000 | 0.000000 |
| 2459505 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.691038 | -0.945829 | 0.296403 | 1.047018 | 0.306177 | 8.445857 | 4.624273 | 6.210411 | 0.8823 | 0.8559 | 0.2046 | 11.406741 | 12.896381 |
| 2459503 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.687268 | -1.451104 | 0.076686 | 0.266751 | -0.009727 | 2.068355 | 3.902475 | 7.637983 | 0.8595 | 0.8499 | 0.4616 | 0.000000 | 0.000000 |
| 2459501 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.098254 | -1.267882 | -0.969412 | -0.740873 | 1.088306 | 0.987200 | 1.365029 | 0.860681 | 0.8624 | 0.8968 | 0.3907 | 0.000000 | 0.000000 |
| 2459500 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.004848 | -1.340947 | -1.213087 | -1.299429 | -0.182079 | -0.100320 | 2.121775 | 5.812516 | 0.8685 | 0.8895 | 0.3820 | 0.000000 | 0.000000 |
| 2459499 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.205367 | -1.293524 | -1.320959 | -1.196062 | -0.063727 | 0.575135 | 1.582524 | 8.725396 | 0.8931 | 0.9362 | 0.1813 | 0.000000 | 0.000000 |
| 2459498 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.424110 | -1.260217 | -1.119212 | -0.905752 | 0.034331 | -0.080436 | 0.753396 | 2.732238 | 0.8792 | 0.8917 | 0.4214 | 0.000000 | 0.000000 |
| 2459497 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.845927 | -0.673892 | -1.087794 | -0.941730 | 0.129287 | 1.483903 | 1.235160 | 3.239691 | 0.8902 | 0.9236 | 0.3421 | 0.000000 | 0.000000 |
| 2459496 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.011191 | -1.065702 | -0.698269 | -0.574562 | 0.819894 | 1.316070 | 3.699930 | 4.673314 | 0.8972 | 0.8994 | 0.3977 | 0.000000 | 0.000000 |
| 2459495 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.107866 | -1.543892 | -0.754438 | -0.805502 | 0.800244 | 1.244699 | 2.186560 | 3.095860 | 0.8931 | 0.8934 | 0.4339 | 0.000000 | 0.000000 |
| 2459494 | RF_maintenance | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.420526 | -1.250293 | -0.651255 | -1.080806 | 0.437839 | 0.819108 | 2.525976 | 1.317472 | 0.8848 | 0.8869 | 0.4422 | 0.000000 | 0.000000 |
| 2459492 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.141808 | -0.687168 | -0.891818 | -0.431291 | 1.533850 | 5.176242 | 2.830564 | 6.579510 | 0.7551 | 0.8062 | 0.3319 | 16.971284 | 8.534596 |
| 2459491 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.024201 | 0.389523 | -0.318167 | 0.264098 | 2.735425 | 6.609872 | 2.366275 | 1.837342 | 0.7919 | 0.8183 | 0.2711 | 3.952446 | 3.324824 |
| 2459490 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.263387 | -1.387519 | -0.476529 | -0.936234 | 1.104463 | 4.400863 | 3.620029 | 5.107495 | 0.7429 | 0.8006 | 0.3836 | 4.408381 | 4.259063 |
| 2459489 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.218246 | 0.232930 | -0.504301 | -0.281105 | 1.526877 | 5.489646 | 4.790499 | 4.680839 | 0.7607 | 0.8046 | 0.3276 | 3.831134 | 3.707888 |
| 2459488 | RF_maintenance | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.536507 | -1.595003 | -0.490579 | -0.705245 | 0.930561 | 6.984662 | 6.315040 | 13.474607 | 0.7612 | 0.8082 | 0.3596 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 9.310112 | -1.315516 | -1.735529 | -0.688277 | 0.194736 | 4.059355 | 4.839081 | 1.494688 | 9.310112 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 1.777855 | -1.423970 | -1.765034 | -1.123257 | 1.129166 | 1.065017 | 0.828148 | 1.777855 | 0.606905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 6.321050 | -1.159266 | 1.338762 | -0.715662 | -0.453909 | 3.202193 | 5.050361 | 4.787140 | 6.321050 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 9.487152 | -0.855685 | 0.795558 | -0.745602 | -0.577000 | 9.487152 | 0.902547 | 2.214774 | 1.890202 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.145046 | -1.066844 | -1.286591 | -1.099693 | 0.026519 | 3.145046 | 0.650911 | 2.479473 | 2.511969 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.982744 | -1.428358 | -0.257106 | -0.588412 | 0.087967 | 3.156176 | 1.711585 | 3.982744 | 2.269430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 5.522795 | -0.925999 | -1.579922 | -0.500088 | -0.541684 | 1.899733 | 3.417354 | 3.806986 | 5.522795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.173706 | -0.670008 | -0.053228 | -0.659514 | 0.813699 | 2.831031 | 2.706841 | 3.173706 | 2.995475 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.206933 | -0.626333 | -2.076505 | -0.154063 | -0.182447 | 0.822630 | 3.206933 | 2.388635 | 2.503755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.683238 | -0.357152 | -1.739350 | -0.662796 | -0.120619 | 1.288515 | 2.683238 | 1.603947 | 0.248940 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 7.151195 | 0.240718 | -1.088693 | 0.289138 | -0.051946 | 1.437632 | 7.151195 | 0.743733 | 1.187134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 5.023113 | 0.467372 | -0.481706 | -0.373089 | -0.181898 | 0.473945 | 5.023113 | 4.409938 | 2.673991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Power | inf | 349.296068 | 348.915347 | inf | inf | 46.026660 | 45.982907 | 530.155123 | 547.414135 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 5.470141 | -1.492800 | 0.004242 | 0.604558 | 0.236348 | 5.470141 | 2.153695 | 2.707097 | 2.827154 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.919959 | -1.584860 | -0.178652 | -0.535941 | 0.241472 | 2.919959 | 1.902968 | 1.797527 | 1.819379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.706054 | 0.157947 | 0.712245 | -0.738888 | 1.107303 | -0.332172 | 0.935453 | 0.527399 | 2.706054 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 1.674002 | 0.719110 | -0.584143 | 0.715854 | -0.671111 | -0.711015 | 1.674002 | -1.348445 | -0.005574 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Power | inf | 348.931447 | 348.553240 | inf | inf | 59.643528 | 60.634331 | 629.606071 | 600.198478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.446470 | 0.055465 | -0.970879 | -0.000596 | -0.213620 | 0.681321 | 1.230840 | 1.446470 | 1.291961 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.091089 | -0.807716 | -0.927561 | -0.178934 | 0.024326 | 2.091089 | 0.831729 | 1.047469 | 0.254982 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.752477 | -0.969282 | -1.664869 | -0.482665 | 0.192195 | -0.153845 | 2.752477 | 0.866999 | 0.180986 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.656161 | -2.035908 | -1.014021 | -0.251115 | 0.293785 | 2.656161 | -0.464631 | 0.753766 | 0.242648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.653278 | -1.384483 | -1.509209 | -0.024832 | -0.067844 | 3.653278 | 0.097208 | 0.750268 | 0.640494 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | 1.666104 | -1.003656 | 1.666104 | 0.415953 | -0.686343 | 1.168377 | -0.369666 | 1.122299 | -0.278316 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.617764 | 0.311620 | -0.986331 | -0.749366 | -0.007973 | -0.952022 | 2.617764 | -0.200071 | 0.213043 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.743969 | -0.726678 | -1.561179 | -0.379720 | 0.345430 | -0.517287 | 2.743969 | -0.180415 | -0.370161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 6.430635 | -0.789114 | 0.666801 | -0.939077 | 0.041061 | 6.430635 | -0.517787 | 0.151892 | -1.718050 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.318249 | -1.427610 | -1.357148 | -0.254793 | -0.686874 | 3.318249 | -0.147658 | 0.840153 | 1.784321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.041825 | -1.178671 | -1.766197 | -1.186038 | 0.388869 | -0.136210 | 3.041825 | 1.168565 | 1.455185 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.645082 | -1.840856 | -0.966236 | 0.140270 | -1.161250 | 2.645082 | -1.035842 | 0.106303 | -0.204889 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.421033 | -0.379066 | -1.153437 | -0.555456 | 0.091887 | 1.193506 | 3.421033 | 0.326601 | 0.533208 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.359870 | -1.322128 | -1.271690 | -0.126489 | -0.307254 | 0.015542 | -0.564739 | 2.063235 | 2.359870 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.541903 | -1.271821 | -1.107852 | -0.936904 | -0.101884 | -0.460518 | 0.613006 | 1.541903 | 0.383015 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 5.691845 | -1.008856 | -0.040101 | 0.017992 | -0.012864 | -0.572410 | 1.300756 | 1.546477 | 5.691845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.109310 | -1.810020 | -0.639516 | -0.185026 | -0.723526 | -1.632899 | -1.505121 | 1.109310 | 0.787277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.532984 | -0.815819 | 0.384110 | -0.270207 | -0.431770 | 1.014496 | 1.644025 | 2.575268 | 3.532984 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.101353 | -0.343316 | -0.963950 | -0.070733 | -0.169576 | 3.101353 | 0.861054 | 1.540151 | 1.051621 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.063992 | -0.617614 | -0.167768 | 0.405675 | -0.714931 | 0.425831 | 3.063992 | 1.647156 | 1.796875 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.253237 | -0.306397 | -0.765412 | -0.439513 | -0.084411 | 2.274053 | 2.460701 | 3.253237 | 3.067004 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.637575 | -0.578905 | 0.077695 | -0.222252 | -0.121642 | -0.126625 | 3.637575 | 1.583863 | 2.519736 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 4.650101 | -0.862397 | -0.865145 | -0.404740 | -0.090456 | 3.631057 | 0.309840 | 4.650101 | 2.941263 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.783687 | -1.367103 | 0.054710 | 0.053969 | 0.109360 | 3.783687 | -0.296761 | 1.049031 | 1.052927 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 0.601931 | -1.631594 | -0.704109 | -0.172244 | -0.520658 | 0.601931 | -0.665581 | -0.089142 | -0.525435 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.036819 | -1.051265 | -0.410887 | -0.396689 | -0.138287 | 0.055101 | 3.036819 | 1.338275 | 0.874736 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.531548 | -1.455675 | -0.600609 | -0.310015 | -0.730218 | 2.531548 | -0.864101 | 0.844468 | 0.178980 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 26.857571 | -0.090235 | -0.208791 | -0.641509 | -0.735085 | 26.857571 | -0.120324 | 9.002410 | 1.841778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Power | 8.682337 | 7.785564 | 6.655182 | 8.682337 | 8.596432 | 5.912094 | 5.815419 | 4.567693 | 5.236404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 0.823546 | -1.402279 | -1.151831 | -0.124696 | -0.240937 | 0.823546 | -0.564826 | 0.159097 | -0.164082 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 4.251571 | -1.438589 | -0.561588 | -0.070684 | -0.267167 | 4.251571 | -0.673138 | 2.414301 | 1.464206 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | -0.584162 | -1.423322 | -1.423322 | -1.357009 | -1.357009 | -0.584162 | -0.584162 | -0.612392 | -0.612392 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.137262 | 0.004816 | -0.165580 | 0.292755 | 0.342288 | -0.333566 | -0.115965 | 2.451736 | 3.137262 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Power | 23.236279 | 4.949108 | 6.315827 | 20.571699 | 23.236279 | 11.171760 | 14.475359 | -0.974509 | -1.433159 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 0.709144 | -0.543397 | -0.238266 | -0.129410 | 0.210736 | -0.290128 | 0.056895 | 0.497632 | 0.709144 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 1.329363 | -0.397688 | -0.335442 | 0.127683 | 0.132392 | -0.256350 | 0.576284 | 0.665082 | 1.329363 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 2.119075 | -0.294691 | -0.192501 | 0.156156 | 0.209586 | -0.388100 | 0.036275 | 1.315309 | 2.119075 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 1.606169 | -0.823060 | -0.543337 | 0.141419 | -0.735866 | 1.606169 | -0.498411 | 1.091076 | 0.519361 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.400901 | -0.927574 | -0.084898 | 0.203105 | -0.462200 | 3.400901 | -0.802622 | 2.086226 | 0.367872 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.506031 | -1.396432 | -0.893974 | -0.028463 | -0.351987 | 3.506031 | -1.113564 | 1.267853 | 0.362465 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 3.123946 | -0.724814 | -1.102067 | -0.221995 | 0.198393 | 0.283649 | 3.123946 | 2.109425 | 2.580650 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 3.437742 | -0.963170 | -1.313134 | 1.367672 | 0.759613 | -0.000106 | -0.233562 | 2.271642 | 3.437742 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.044308 | -1.265179 | -0.853972 | 0.806400 | -0.430335 | 2.044308 | -0.684945 | 1.778655 | 1.647535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.055307 | -0.533740 | -0.536558 | 0.121992 | -0.195082 | 2.055307 | 1.756450 | 0.967239 | 1.107072 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 7.301742 | -0.509721 | -0.268888 | 0.880296 | 1.092937 | 4.081057 | 0.451327 | 4.083043 | 7.301742 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 464.749142 | 190.904134 | 47.172677 | 67.845724 | 38.657670 | 48.177230 | 35.437932 | 464.749142 | 342.834038 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Variability | 2.494744 | -0.914236 | -0.448525 | -0.093004 | -0.090828 | 1.521816 | 2.494744 | 0.072581 | 0.508039 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 2.848501 | -1.078891 | -1.401509 | -0.725429 | -0.413735 | 1.283986 | 2.848501 | 0.453845 | 1.381604 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 4.397077 | -0.934073 | -0.503110 | -0.484541 | 0.316689 | 0.235729 | 4.397077 | 0.752314 | 0.332266 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.684558 | -0.158972 | -0.461262 | 0.120013 | 0.083897 | 1.232943 | -0.031411 | 0.640473 | 1.684558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 6.733398 | -0.281487 | -1.502663 | -0.569039 | -0.793334 | -0.474534 | 6.733398 | -0.175803 | 1.686422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 1.083575 | 0.502214 | -1.176443 | 0.470742 | 0.283205 | 0.885008 | 1.083575 | 0.175189 | -0.011149 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 19.908523 | -0.024667 | 0.982216 | 0.165184 | -0.006444 | 19.908523 | -0.402235 | 1.782891 | 1.149247 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 27.785313 | -0.153412 | -0.123070 | -0.897334 | -0.424508 | 27.785313 | 0.032224 | 12.830132 | 3.669892 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 1.788345 | -1.285625 | -1.051890 | -0.386473 | -1.037578 | 1.788345 | 0.711628 | 0.341715 | -0.250608 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 19.643076 | -0.585583 | -1.260649 | -0.116714 | 0.171863 | 0.453462 | 3.756996 | 3.271273 | 19.643076 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 8.445857 | -0.945829 | -0.691038 | 1.047018 | 0.296403 | 8.445857 | 0.306177 | 6.210411 | 4.624273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 7.637983 | -0.687268 | -1.451104 | 0.076686 | 0.266751 | -0.009727 | 2.068355 | 3.902475 | 7.637983 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 1.365029 | -1.098254 | -1.267882 | -0.969412 | -0.740873 | 1.088306 | 0.987200 | 1.365029 | 0.860681 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 5.812516 | -1.004848 | -1.340947 | -1.213087 | -1.299429 | -0.182079 | -0.100320 | 2.121775 | 5.812516 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 8.725396 | -1.293524 | -1.205367 | -1.196062 | -1.320959 | 0.575135 | -0.063727 | 8.725396 | 1.582524 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 2.732238 | -1.424110 | -1.260217 | -1.119212 | -0.905752 | 0.034331 | -0.080436 | 0.753396 | 2.732238 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.239691 | -0.673892 | -0.845927 | -0.941730 | -1.087794 | 1.483903 | 0.129287 | 3.239691 | 1.235160 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 4.673314 | -1.011191 | -1.065702 | -0.698269 | -0.574562 | 0.819894 | 1.316070 | 3.699930 | 4.673314 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 3.095860 | -1.107866 | -1.543892 | -0.754438 | -0.805502 | 0.800244 | 1.244699 | 2.186560 | 3.095860 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | ee Temporal Discontinuties | 2.525976 | -1.250293 | -1.420526 | -1.080806 | -0.651255 | 0.819108 | 0.437839 | 1.317472 | 2.525976 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 6.579510 | -0.687168 | 0.141808 | -0.431291 | -0.891818 | 5.176242 | 1.533850 | 6.579510 | 2.830564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 6.609872 | -0.024201 | 0.389523 | -0.318167 | 0.264098 | 2.735425 | 6.609872 | 2.366275 | 1.837342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 5.107495 | -1.387519 | -0.263387 | -0.936234 | -0.476529 | 4.400863 | 1.104463 | 5.107495 | 3.620029 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Variability | 5.489646 | -0.218246 | 0.232930 | -0.504301 | -0.281105 | 1.526877 | 5.489646 | 4.790499 | 4.680839 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 94 | 10 | RF_maintenance | nn Temporal Discontinuties | 13.474607 | -0.536507 | -1.595003 | -0.490579 | -0.705245 | 0.930561 | 6.984662 | 6.315040 | 13.474607 |